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(2) ソフトウェアエンジニアリングシンポジウム 2017 IPSJ/SIGSE Software Engineering Symposium (SES2017). ࢫࢣ࣮ࣛࣈࣝ࡞࢚ࢵࢪᣦྥ IoT ࣮࢟ࢸࢡࢳࣕࡢᥦホ౯ i .............................................................................................. 90 ℈㔝 ┿ః㸦༡ᒣᏛ㸧㸪㟷ᒣ ᖿ㞝㸦༡ᒣᏛ㸧 ࢭ࣐ࣥࢸࢵࢡࢢࣛࣇࣔࢹࣝࢆ⏝࠸ࡓࢫࢸ࣮ࢡ࣍ࣝࢲศᯒ᪉ἲࡢᥦホ౯ i .................................................................. 98 ⓑᓮ ᝆኴ㸦༡ᒣᏛ㸧㸪ᑠᯘ ຬஓ㸦༡ᒣᏛ㸧㸪㟷ᒣ ᖿ㞝㸦༡ᒣᏛ㸧 ࢢࣛࣇࣔࢹࣝࢆ⏝࠸ࡓ OSS ࢥ࣑ࣗࢽࢸ㐍ᵓ㐀ศᯒ᪉ἲࡢᥦホ౯ i ......................................................................... 106 ຍ⸨ ⪷ஓ㸦༡ᒣᏛ㸧㸪✄ᇉ 㐶ኴ㸦༡ᒣᏛ㸧㸪㟷ᒣ ᖿ㞝㸦༡ᒣᏛ㸧 ே㧗ᗘ⮬ືࢩࢫࢸ࣒ࡢ༠ㄪࣔࢹࣝᇶ࡙ࡃᏳᛶせồศᯒ᪉ἲࡢᥦ ඛ㐍㐠㌿ᨭࢩࢫࢸ࣒(ADAS)ࡢ㐺⏝ホ౯ i ........................................................................................................................... 114 ᯇཎ ⓒᫎ㸦༡ᒣᏛ㸧㸪㟷ᒣ ᖿ㞝㸦༡ᒣᏛ㸧 ࢯࣇࢺ࢙࢘㛤Ⓨ࠾ࡅࡿ☜ࡉ╔┠ࡋࡓ OSS ࢥ࣑ࢵࢺࣟࢢゎᯒ i ............................................................................. 122 ᮧᮏ ㉳㸦ᕞᏛ㸧㸪Ụ ෙ㐔㸦ᕞᏛ㸧㸪ᮧᒸ ᩯ㸦ᕞᏛ㸧㸪῝⏫ ᣅஓ㸦ᕞᏛ㸧㸪 㬼ᯘ ᑦ㟹㸦ᕞᏛ㸧㸪ட 㟹㧗㸦ᕞᏛ㸧㸪బ⸨ ு㸦ᕞᏛ㸧 VDM++ᵝࢆ⏝࠸ࡓࢸࢫࢺࢣ࣮ࢫ⮬ື⏕ᡂࢶ࣮ࣝ BWDM ࠾ࡅࡿ if-then-else ᘧࡢᵓ㐀ㄆ㆑ᡭἲࡢᥦ i................... 130 ❧ᒣ ༤ᇶ㸦ᐑᓮᏛ㸧㸪∦ᒣ ᚭ㑻㸦ᐑᓮᏛ㸧 GitHub Stack Overflow ࡢ㛤Ⓨ⪅ࡢάືグ㘓ࢆే⏝ࡋࡓ࣏ࣜࢪࢺࣜ᥎⸀ i .......................................................................... 138 Ọ㔝 ┿▱㸦⟃ἼᏛ㸧㸪᪩℩ ᗣ⿱㸦⟃ἼᏛ㸧㸪㥖Ỉ Ꮥ⿱㸦⟃ἼᏛ㸧㸪ᕝ ༤அ㸦⟃ἼᏛ㸧 ࢯ࣮ࢫࢥ࣮ࢻ≉᭷ࡢ㏆ഐ༢ㄒࡢᙳ㡪ࢆ⪃៖ࡋࡓ Word2Vec ࢆ⏝࠸ࡓ㢮ఝࢥ࣮ࢻ∦᥎⸀ᡭἲ i ............................................ 146 ෆᒣ Ṋᑛ㸦බ❧ࡣࡇࡔ࡚ᮍ᮶Ꮫ㸧㸪᪂⨾ ♩ᙪ㸦බ❧ࡣࡇࡔ࡚ᮍ᮶Ꮫ㸧 ࢤ࣮࣑ࣇࢣ࣮ࢩࣙࣥࡢ࣮ࣝࣝಶேࡢႴዲࡀࢯࣇࢺ࢙࢘㛤Ⓨཬࡰࡍᙳ㡪 i .............................................................. 153 ྜྷୖ ᗣᖹ㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪ᯘ ᚿ㸦㏆␥Ꮫ㸧㸪ゅ⏣ 㞞↷㸦㏆␥Ꮫ㸧㸪 ୖ㔝 ⚽๛㸦ዉⰋᕤᴗ㧗➼ᑓ㛛Ꮫᰯ㸧㸪బࠎᮌ ಇ୍㑻㸦㏆␥Ꮫ㸧㸪ᯇᮏ ୍㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧 㛤Ⓨࢶ࣮ࣝ㐃ᦠࡢࡓࡵࡢ ProxyChatBot ࣇ࣮࣒࣮ࣞ࣡ࢡ i ........................................................................................................ 161 㧗ᮌ 㸦ᮾிᕤᴗᏛ㸧㸪ᑠᯘ 㝯ᚿ㸦ᮾிᕤᴗᏛ㸧 ⏬㠃㑄⛣ࣔࢹࣝ╔┠ࡋࡓ࣮ࣘࢨࣅࣜࢸࣃࢱ࣮ࣥᢳฟᡭἲࡢᥦ i .................................................................................. 167 ▮⃝ ᖾஓ㸦ಙᕞᏛ㸧㸪ᑠᙧ ┿ᖹ㸦ಙᕞᏛ㸧㸪ᒸ㔝 ᾈ୕㸦ಙᕞᏛ㸧㸪ᾏ㇂ ᙪ㸦⚄ዉᕝᏛ㸧㸪 㮖ᓮ ᘯᐅ㸦᪩✄⏣Ꮫ㸧 VDM++ᵝࢆ⏝࠸ࡓࢹࢩࢪࣙࣥࢸ࣮ࣈࣝ⮬ື⏕ᡂࢶ࣮ࣝ VDTable ࠾ࡅࡿ」ྜ᮲௳ᘧࡢᑐᛂ i ................................. 175 㯤 ୍ㅙ㸦ᐑᓮᏛ㸧㸪∦ᒣ ᚭ㑻㸦ᐑᓮᏛ㸧. ࢩ࣏ࣥࢪ࣒࢘ㄽᩥ㸦ᐇ㊶ㄽᩥ㸧 iࡣࢩ࣮ࣙࢺ࣮࣌ࣃ࣮࡛࠶ࡿࡇࢆ♧ࡍ㸬 ྠ୍ᵝࣉࣟࢪ࢙ࢡࢺࢆᑐ㇟ࡋࡓࢥ࣮ࢻࢡ࣮࣓ࣟࣥࢺࣜࢡࢫࣉࣟࢪ࢙ࢡࢺࢹ࣮ࢱ㛫ࡢ┦㛵ศᯒ ................................. 182 ⫧ᚋ ⰾᶞ㸦㜰Ꮫ㸧㸪ᰃᮏ ┿భ㸦㜰Ꮫ㸧㸪ᴋᮏ ┿㸦㜰Ꮫ㸧㸪୕Ꮿ Ṋྖ㸦᪥ᮏ㟁ಙ㟁ヰ㸧㸪 ⸨Ἴ ᓫᚿ㸦᪥ᮏ㟁ಙ㟁ヰ㸧㸪▼ᶫ 㸦᪥ᮏ㟁ಙ㟁ヰ㸧㸪ᫍ㔝 㝯㸦᪥ᮏ㟁ಙ㟁ヰ㸧 ࣐ࣝࢳࣉࣟࢲࢡࢺࣛࣥ㛤Ⓨ࠾ࡅࡿྍኚᛶࡢᵓ㐀ศᯒᇶ࡙ࡃ ࢪࣕࣝࣉࣜࢣ࣮ࢩࣙࣥ㛤Ⓨ᪉ἲࡢᥦホ౯ i ............................................................................................................. 190 ᯘ ࿃㸦ࢹࣥࢯ࣮㸧㸪㟷ᒣ ᖿ㞝㸦༡ᒣᏛ㸧 GUI 㛤Ⓨ࠾ࡅࡿ࣮࢟ࢸࢡࢳࣕࢻࣜࣈࣥ࡞ࣥࢡ࣓ࣜࣥࢱࣝ㛤Ⓨࡢᥦ ⮬ື㌴ HUD ࢯࣇࢺ࢙࢘㛤Ⓨࡢ㐺⏝ホ౯ i .......................................................................................................................... 198 ⓑᮌ ᚭ㸦ࢹࣥࢯ࣮㸧㸪ᯘ ࿃㸦ࢹࣥࢯ࣮㸧㸪㟷ᒣ ᖿ㞝㸦༡ᒣᏛ㸧. ©2017 Information Processing Society of Japan. iv.
(3) ソフトウェアエンジニアリングシンポジウム 2017 IPSJ/SIGSE Software Engineering Symposium (SES2017). ࣈࣟࢵࢡࢳ࢙࣮ࣥࣉࣜࢣ࣮ࢩࣙࣥ㛤Ⓨࡢᐇ㊶ᚋࡢㄢ㢟 i .............................................................................................. 204 ❧▼ Ꮥᙲ㸦᪥ᮏ࣭ࣅ࣮࣭࢚࣒㸧㸪㰻⸨ ᪂㸦᪥ᮏ࣭ࣅ࣮࣭࢚࣒㸧㸪 ᒾ㛫 ኴ㸦᪥ᮏ࣭ࣅ࣮࣭࢚࣒㸧㸪ኳ㔝 ಇ୍㸦᪥ᮏ࣭ࣅ࣮࣭࢚࣒㸧㸪 ⃝ ᪼ᖹ㸦ᮾிᏛ㸧㸪ྜྷ℈ బ▱Ꮚ㸦᪥ᮏ࣭ࣅ࣮࣭࢚࣒㸧. ◊✲ࢹㄽᩥ ሗࢩࢫࢸ࣒㛤Ⓨ࠾ࡅࡿせồᵝ᭩ࡢ୍㈏ᛶ᳨ドᡭἲࡢᥦࢻ࣓࢟ࣗࣥࢺရ㉁ࡢᨵၿ㛵ࡋ࡚ᚓࡽࢀࡓᩍカ .......... 212 㔝ᮌ 㔛㸦ᕤᏛ㝔Ꮫ㸧㸪㏆⸨ බஂ㸦ᕤᏛ㝔Ꮫ㸧㸪㔝ᮧ ᩥ㸦ఀ⸨ᛅࢸࢡࣀࢯ࣮ࣜࣗࢩࣙࣥࢬ㸧 ᶵᲔᏛ⩦ά⏝ࡢࡓࡵࡢせồศᯒᡭἲࡢ◊✲ AI ∧㓇ᒇᗜၥ㢟ࡢࢣ࣮ࢫ ............................................................................... 216 ᒸ㔝 㐨ኴ㑻㸦⟃ἼᏛ㸧㸪୰㇂ ከဢᏊ㸦ᨺ㏦Ꮫ㸧 ࢥ࣮ࢹࣥࢢつ⣙ᨵᐃࡼࡿࢥ࣮ࢻࣞࣅ࣮ࣗ୰ࡢ㍍ᚤ࡞ኚ᭦ࡢศᯒ ........................................................................................ 220 ୖ⏣ ⿱ᕫ㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪ఀཎ ᙲ⣖㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪 ᖹᑿ ಇ㈗㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪▼ᑿ 㝯㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪 ᯇᮏ ୍㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧 ࢯࣇࢺ࢙࢘ࡢᐇ⾜ࢆศᯒࡍࡿࡓࡵࡢపく࡞ࣔࢽࢱࣜࣥࢢࢶ࣮ࣝࡢヨస ............................................................................ 224 ᔱ ୍┿㸦㜰Ꮫ㸧㸪▼ᑿ 㝯㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪ୖ ඞ㑻㸦㜰Ꮫ㸧. ୍⯡ㄽᩥ ࢢࣛࣇ DB ࢆ⏝࠸ࡓࣉࣟࢪ࢙ࢡࢺศᯒࡢヨ⾜ホ౯.................................................................................................................... 228 ᶓ⏣ ๛㸦࢟ࣕࢵࢶ㸧㸪᭷ᮏ Ὀோ㸦࢟ࣕࢵࢶ㸧㸪ᐑᮏ ㈗அ㸦࢟ࣕࢵࢶ㸧㸪㟷ᒣ ᖿ㞝㸦༡ᒣᏛ㸧㸪 ྂ㈡ ⠜㸦NTT ࢹ࣮ࢱ㸧㸪ゎ⏣ ᗣ㉳㸦NTT ࢹ࣮ࢱ㸧㸪Ώ㎶ ᨻᙪ㸦࢟ࣕࢵࢶ㸧 ࣉࣟࢢ࣒ࣛࡢᐇᡓ␎᥎ᐃ࠾ࡅࡿ⬻Ἴࡢ⣔ิศᯒ ........................................................................................................... 236 ᒣᮏ ឡᏊ㸦ዉⰋᕤᴗ㧗➼ᑓ㛛Ꮫᰯ㸧㸪ୖ㔝 ⚽๛㸦ዉⰋᕤᴗ㧗➼ᑓ㛛Ꮫᰯ㸧 ࣓ࢯࢵࢻᢳฟࣜࣇࢡࢱࣜࣥࢢ࠾ࡅࡿࢸࢫࢺࢣ࣮ࢫࡢ⮬ື⏕ᡂ ............................................................................................ 244 ୕Ꮿ ⓠ㸦❧㤋Ꮫ㸧㸪⣬ྡ ဴ⏕㸦❧㤋Ꮫ㸧㸪ᒣ ஂ㸦❧㤋Ꮫ㸧 ୪⾜㛤Ⓨᨭࡢࡓࡵࡢᶵ⬟ⓗ㢮ఝࢥ࣮ࢻ᳨ฟᡭἲࡢᥦ ........................................................................................................... 252 ⏣ᓥ ㄹ㸦᠕⩏ሿᏛ㸧㸪ྡ ṇ๛㸦᪥ᮏᏛ㸧㸪㧗⏣ ┾࿃㸦᠕⩏ሿᏛ㸧 ⏬㠃᧯సࢆక࠺ࢸࢫࢺ࠾ࡅࡿࢸࢫࢺࢫࢡࣜࣉࢺࡢ⮬ື⏕ᡂᡭἲ ............................................................................................ 260 ᯘ ⾜㸦NTT㸧㸪ఀᒣ ᐀ྜྷ㸦NTT㸧㸪ษ㈏ ᘯஅ㸦NTT㸧㸪㔝 㛛㸦NTT㸧 ࢯࣇࢺ࢙࢘㛤Ⓨᩥ᭩࠾ࡅࡿࡗࡇ⾲⌧ࡤࡽࡘࡁᢳฟ ........................................................................................................... 265 ᮡᮏ 㥴㸦᪥ᮏ㟁ಙ㟁ヰ㸧㸪༡⏣ ᖾ⣖㸦᪥ᮏ㟁ಙ㟁ヰ㸧㸪ཎ⏣ ᒣே㸦᪥ᮏ㟁ಙ㟁ヰ㸧. ࣏ࢫࢱ࣮ㄽᩥ GUI ࢯࣇࢺ࢙࢘ࡢᅇᖐࢸࢫࢺ࠾ࡅࡿ⏬㠃ᕪ␗≉ᚩࢻ࣓࢟ࣗࣥࢺሗࢆ⏝࠸ࡓලྜཎᅉศ㢮 ................................. 270 㭯ᓮ ┿⌮Ꮚ㸦୕⳻㟁ᶵ㸧㸪㜿ಸ ༤ಙ㸦୕⳻㟁ᶵ㸧 Java ࣓ࢯࢵࢻࡢ⮬ື⏕ᡂࢆ┠ᣦࡋ࡚ .............................................................................................................................................. 272 ୗ௰ ᩯ㸦㜰Ꮫ㸧㸪⫧ᚋ ⰾᶞ㸦㜰Ꮫ㸧㸪ᴋᮏ ┿㸦㜰Ꮫ㸧 ㏻ಙࢧ࣮ࣂࢯࣇࢺ࢙࢘タィࡢࣔࢹ᳨ࣝᰝࡢᛂ⏝ࡢሗ࿌ ....................................................................................................... 274 ༡⏣ ᖾ⣖㸦᪥ᮏ㟁ಙ㟁ヰ㸧. ©2017 Information Processing Society of Japan. v.
(4) ソフトウェアエンジニアリングシンポジウム 2017 IPSJ/SIGSE Software Engineering Symposium (SES2017). B-to-B ࢡࣛ࢘ࢻࣉࣜࢣ࣮ࢩࣙࣥ࠾ࡅࡿⓗ࡞ࢹ࣮ࢱ㥑ືᆺ࣌ࣝࢯࢼᵓ⠏ࡢ◊✲................................................. 276 Ώ㑔 Ὀᏹ㸦᪩✄⏣Ꮫ㸧㸪㮖ᓮ ᘯᐅ㸦᪩✄⏣Ꮫ㸧㸪ᮏ⏣ 㸦᪩✄⏣Ꮫ㸧㸪῝⃝ Ⰻᙲ㸦᪩✄⏣Ꮫ㸧㸪 ከ㈡ ṇ༤㸦࠸࠸⏕ά㸧㸪ᯇᓮ ᫂㸦࠸࠸⏕ά㸧㸪㕥ᮌ 㝯႐㸦࠸࠸⏕ά㸧 OSS ᐤࢆࡍࡁ㸽⤫ィⓗᅉᯝ᥎ㄽࡼࡿᐤࣂࢵࢪࡢຠᯝศᯒ.................................................................................... 278 ୰ᡯ ᜨኴᮁ㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪⏿ ⚽᫂㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪 ゅ⏣ 㞞↷㸦㏆␥Ꮫ㸧㸪ᯇᮏ ୍㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧 ࣞ࢞ࢩ࣮ࢩࢫࢸ࣒ศᯒࡢࡓࡵࡢࣃࢱ࣮࣐ࣥࢵࢳࡼࡿࢯ࣮ࢫࢥ࣮ࢻࡢ⮬ືᢳ㇟ ................................................................ 280 ᒸ⏣ ㆡ㸦NTT ࢹ࣮ࢱ㸭㜰Ꮫ㸧㸪Abhay Parvati㸦NTT ࢹ࣮ࢱ㸧㸪▼ᑿ 㝯㸦ዉⰋඛ➃⛉Ꮫᢏ⾡Ꮫ㝔Ꮫ㸧㸪 ᆏ⏣ ♸ྖ㸦NTT ࢹ࣮ࢱ㸧㸪ୖ ඞ㑻㸦㜰Ꮫ㸧. ©2017 Information Processing Society of Japan. vi.
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